Part II - Ford GoBike System Dataset¶

by Saoban Lateefat¶

Investigation Overview¶

In this analysis, I looked into :
What gender rides the bikes the most
The average duration of each rides
Age range of people who takes the ride
The hour of the day people takes rides the most . and so on..

Dataset Overview¶

The dataset consists of 183412 rows and 16 columns of different datatypes.

Trip per User type, Gender and Age¶

-- There are more of people who are subscribers to customers
-- We have more males to female
-- We have younger people who board bikes to older people

Trips per weekday and hour of the day¶

-- We have higher trips on weekdays to weekends
-- Most ofthe trip is made around 5pm and 8am and we deduce this is due to rush hours.

[NbConvertApp] Converting notebook Project_three_2.ipynb to slides
[NbConvertApp] Writing 4796617 bytes to Project_three_2.slides.html
[NbConvertApp] Redirecting reveal.js requests to https://cdnjs.cloudflare.com/ajax/libs/reveal.js/3.5.0
Traceback (most recent call last):
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  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\traitlets\config\application.py", line 845, in launch_instance
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  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\nbconvert\nbconvertapp.py", line 350, in start
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  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\nbconvert\nbconvertapp.py", line 524, in convert_notebooks
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  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\nbconvert\nbconvertapp.py", line 491, in convert_single_notebook
    self.postprocess_single_notebook(write_results)
  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\nbconvert\nbconvertapp.py", line 463, in postprocess_single_notebook
    self.postprocessor(write_results)
  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\nbconvert\postprocessors\base.py", line 28, in __call__
    self.postprocess(input)
  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\nbconvert\postprocessors\serve.py", line 90, in postprocess
    http_server.listen(self.port, address=self.ip)
  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\tornado\tcpserver.py", line 151, in listen
    sockets = bind_sockets(port, address=address)
  File "C:\Users\SAOBAN\Documents\Saoban_Anaconda\lib\site-packages\tornado\netutil.py", line 161, in bind_sockets
    sock.bind(sockaddr)
OSError: [WinError 10048] Only one usage of each socket address (protocol/network address/port) is normally permitted